Overview

Dataset statistics

Number of variables42
Number of observations167
Missing cells4010
Missing cells (%)57.2%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory54.9 KiB
Average record size in memory336.8 B

Variable types

NUM33
CAT9

Reproduction

Analysis started2020-03-23 00:46:44.027148
Analysis finished2020-03-23 00:50:35.019657
Versionpandas-profiling v2.5.0
Command linepandas_profiling --config_file config.yaml [YOUR_FILE.csv]
Download configurationconfig.yaml
32 is highly correlated with 2 and 3 other fieldsHigh Correlation
2 is highly correlated with 32 and 3 other fieldsHigh Correlation
31 is highly correlated with 32 and 2 other fieldsHigh Correlation
33 is highly correlated with 1 and 10 other fieldsHigh Correlation
1 is highly correlated with 33 and 2 other fieldsHigh Correlation
3 is highly correlated with 33 and 2 other fieldsHigh Correlation
6 is highly correlated with 33 and 2 other fieldsHigh Correlation
15 is highly correlated with 33 and 2 other fieldsHigh Correlation
16 is highly correlated with 33 and 2 other fieldsHigh Correlation
18 is highly correlated with 33 and 2 other fieldsHigh Correlation
19 is highly correlated with 33 and 2 other fieldsHigh Correlation
26 is highly correlated with 33 and 2 other fieldsHigh Correlation
34 is highly correlated with 0 and 34 other fieldsHigh Correlation
0 is highly correlated with 34 and 1 other fieldsHigh Correlation
4 is highly correlated with 34 and 1 other fieldsHigh Correlation
5 is highly correlated with 34 and 1 other fieldsHigh Correlation
7 is highly correlated with 34 and 1 other fieldsHigh Correlation
8 is highly correlated with 34 and 1 other fieldsHigh Correlation
9 is highly correlated with 34 and 1 other fieldsHigh Correlation
10 is highly correlated with 34 and 1 other fieldsHigh Correlation
11 is highly correlated with 34 and 1 other fieldsHigh Correlation
12 is highly correlated with 34 and 1 other fieldsHigh Correlation
13 is highly correlated with 34 and 1 other fieldsHigh Correlation
14 is highly correlated with 34 and 1 other fieldsHigh Correlation
17 is highly correlated with 34 and 1 other fieldsHigh Correlation
20 is highly correlated with 34 and 1 other fieldsHigh Correlation
21 is highly correlated with 34 and 1 other fieldsHigh Correlation
22 is highly correlated with 34 and 1 other fieldsHigh Correlation
23 is highly correlated with 34 and 1 other fieldsHigh Correlation
24 is highly correlated with 34 and 1 other fieldsHigh Correlation
25 is highly correlated with 34 and 1 other fieldsHigh Correlation
27 is highly correlated with 34 and 1 other fieldsHigh Correlation
28 is highly correlated with 34 and 1 other fieldsHigh Correlation
29 is highly correlated with 34 and 1 other fieldsHigh Correlation
30 is highly correlated with 34 and 1 other fieldsHigh Correlation
35 is highly correlated with 0 and 34 other fieldsHigh Correlation
8 has 5 (3.0%) missing values Missing
9 has 11 (6.6%) missing values Missing
10 has 19 (11.4%) missing values Missing
11 has 24 (14.4%) missing values Missing
12 has 36 (21.6%) missing values Missing
13 has 47 (28.1%) missing values Missing
14 has 53 (31.7%) missing values Missing
15 has 66 (39.5%) missing values Missing
16 has 84 (50.3%) missing values Missing
17 has 93 (55.7%) missing values Missing
18 has 103 (61.7%) missing values Missing
19 has 113 (67.7%) missing values Missing
20 has 119 (71.3%) missing values Missing
21 has 121 (72.5%) missing values Missing
22 has 124 (74.3%) missing values Missing
23 has 130 (77.8%) missing values Missing
24 has 139 (83.2%) missing values Missing
25 has 141 (84.4%) missing values Missing
26 has 145 (86.8%) missing values Missing
27 has 151 (90.4%) missing values Missing
28 has 152 (91.0%) missing values Missing
29 has 156 (93.4%) missing values Missing
30 has 158 (94.6%) missing values Missing
31 has 160 (95.8%) missing values Missing
32 has 162 (97.0%) missing values Missing
33 has 164 (98.2%) missing values Missing
34 has 165 (98.8%) missing values Missing
35 has 165 (98.8%) missing values Missing
36 has 166 (99.4%) missing values Missing
37 has 166 (99.4%) missing values Missing
38 has 166 (99.4%) missing values Missing
39 has 166 (99.4%) missing values Missing
40 has 166 (99.4%) missing values Missing
41 has 166 (99.4%) missing values Missing

Variables

0
Real number (ℝ)

HIGH CORRELATION
Distinct count166
Unique (%)100.0%
Missing1
Missing (%)0.6%
Infinite0
Infinite (%)0.0%
Mean0.04505937985585195
Minimum-4.3465437214285725
Maximum5.285948499999999
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-4.346543721
5-th percentile-2.116891584
Q1-1.050700816
median-0.1520743518
Q30.8785782898
95-th percentile2.789281142
Maximum5.2859485
Range9.632492221
Interquartile range (IQR)1.929279106

Descriptive statistics

Standard deviation1.626257576
Coefficient of variation (CV)36.09143272
Kurtosis1.299099752
Mean0.04505937986
Median Absolute Deviation (MAD)1.223871702
Skewness0.6383139646
Sum7.479857056
Variance2.644713705
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
2.752562239 1 0.6%
 
-0.3033428571 1 0.6%
 
-0.6594121643 1 0.6%
 
0.5296055714 1 0.6%
 
-3.50217786 1 0.6%
 
-1.106888 1 0.6%
 
-0.1466650143 1 0.6%
 
-0.28149615 1 0.6%
 
0.7951690143 1 0.6%
 
-0.2890461169 1 0.6%
 
Other values (156) 156 93.4%
 
ValueCountFrequency (%) 
-4.346543721 1 0.6%
 
-3.601386693 1 0.6%
 
-3.50217786 1 0.6%
 
-3.331252979 1 0.6%
 
-2.8156731 1 0.6%
 
ValueCountFrequency (%) 
5.2859485 1 0.6%
 
5.244891714 1 0.6%
 
5.090478301 1 0.6%
 
5.024203607 1 0.6%
 
3.629010179 1 0.6%
 

1
Real number (ℝ)

HIGH CORRELATION
Distinct count166
Unique (%)100.0%
Missing1
Missing (%)0.6%
Infinite0
Infinite (%)0.0%
Mean0.06775130499096384
Minimum-3.5971122714285713
Maximum5.2462683142857145
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-3.597112271
5-th percentile-1.791206971
Q1-0.8324407589
median-0.009784017857
Q30.7179017875
95-th percentile2.532621868
Maximum5.246268314
Range8.843380586
Interquartile range (IQR)1.550342546

Descriptive statistics

Standard deviation1.38067276
Coefficient of variation (CV)20.3785412
Kurtosis1.738847284
Mean0.06775130499
Median Absolute Deviation (MAD)1.012326821
Skewness0.771689245
Sum11.24671663
Variance1.906257271
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.7415025171 1 0.6%
 
-0.8617711429 1 0.6%
 
1.400744143 1 0.6%
 
0.5237476857 1 0.6%
 
-0.1885137 1 0.6%
 
-0.8402278929 1 0.6%
 
1.402909664 1 0.6%
 
-1.089458294 1 0.6%
 
0.04756801429 1 0.6%
 
0.1283903071 1 0.6%
 
Other values (156) 156 93.4%
 
ValueCountFrequency (%) 
-3.597112271 1 0.6%
 
-3.197695736 1 0.6%
 
-2.438439714 1 0.6%
 
-2.384200857 1 0.6%
 
-2.319418864 1 0.6%
 
ValueCountFrequency (%) 
5.246268314 1 0.6%
 
4.296812707 1 0.6%
 
4.278020643 1 0.6%
 
4.0409665 1 0.6%
 
3.345095836 1 0.6%
 

2
Real number (ℝ)

HIGH CORRELATION
Distinct count166
Unique (%)100.0%
Missing1
Missing (%)0.6%
Infinite0
Infinite (%)0.0%
Mean-0.037992336851506034
Minimum-5.687091442857141
Maximum4.025433092857143
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-5.687091443
5-th percentile-2.324852643
Q1-0.7824402023
median-0.04430728357
Q30.7382212357
95-th percentile2.495844761
Maximum4.025433093
Range9.712524536
Interquartile range (IQR)1.520661438

Descriptive statistics

Standard deviation1.392259664
Coefficient of variation (CV)-36.64580228
Kurtosis1.559475837
Mean-0.03799233685
Median Absolute Deviation (MAD)1.040692251
Skewness-0.2413427527
Sum-6.306727917
Variance1.938386973
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-0.8626162621 1 0.6%
 
-0.08917633571 1 0.6%
 
-2.063737079 1 0.6%
 
-0.05304029286 1 0.6%
 
0.5507208954 1 0.6%
 
-0.3911092107 1 0.6%
 
-0.8295529071 1 0.6%
 
0.1140304643 1 0.6%
 
-1.831977614 1 0.6%
 
-0.6071885271 1 0.6%
 
Other values (156) 156 93.4%
 
ValueCountFrequency (%) 
-5.687091443 1 0.6%
 
-3.998139329 1 0.6%
 
-3.084398 1 0.6%
 
-2.858575929 1 0.6%
 
-2.780352557 1 0.6%
 
ValueCountFrequency (%) 
4.025433093 1 0.6%
 
2.984956866 1 0.6%
 
2.921324236 1 0.6%
 
2.902809329 1 0.6%
 
2.880972543 1 0.6%
 

3
Real number (ℝ)

HIGH CORRELATION
Distinct count166
Unique (%)100.0%
Missing1
Missing (%)0.6%
Infinite0
Infinite (%)0.0%
Mean0.0014196395783132802
Minimum-3.41145785
Maximum4.082602364285714
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-3.41145785
5-th percentile-1.884582562
Q1-0.8280675762
median-0.06614878571
Q30.7249148148
95-th percentile2.042290103
Maximum4.082602364
Range7.494060214
Interquartile range (IQR)1.552982391

Descriptive statistics

Standard deviation1.235082053
Coefficient of variation (CV)869.9969145
Kurtosis0.5599583134
Mean0.001419639578
Median Absolute Deviation (MAD)0.9727769622
Skewness0.2335445561
Sum0.23566017
Variance1.525427677
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.2534385421 1 0.6%
 
0.8817509286 1 0.6%
 
-1.656124886 1 0.6%
 
1.176868086 1 0.6%
 
1.680036221 1 0.6%
 
-1.355402121 1 0.6%
 
-0.4228098671 1 0.6%
 
-0.5283356071 1 0.6%
 
0.7342889571 1 0.6%
 
-0.1336359629 1 0.6%
 
Other values (156) 156 93.4%
 
ValueCountFrequency (%) 
-3.41145785 1 0.6%
 
-2.9633731 1 0.6%
 
-2.650748021 1 0.6%
 
-2.535067536 1 0.6%
 
-2.356075085 1 0.6%
 
ValueCountFrequency (%) 
4.082602364 1 0.6%
 
3.71320962 1 0.6%
 
2.66894535 1 0.6%
 
2.6340378 1 0.6%
 
2.499470643 1 0.6%
 

4
Real number (ℝ)

HIGH CORRELATION
Distinct count166
Unique (%)100.0%
Missing1
Missing (%)0.6%
Infinite0
Infinite (%)0.0%
Mean0.15885388690146293
Minimum-3.0410776992857147
Maximum4.516506164285714
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-3.041077699
5-th percentile-1.569518564
Q1-0.6976713752
median0.03105345
Q30.6996334
95-th percentile2.651397995
Maximum4.516506164
Range7.557583864
Interquartile range (IQR)1.397304775

Descriptive statistics

Standard deviation1.343906305
Coefficient of variation (CV)8.460015248
Kurtosis1.42101116
Mean0.1588538869
Median Absolute Deviation (MAD)0.976894251
Skewness0.7456885636
Sum26.36974523
Variance1.806084158
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-0.8704737936 1 0.6%
 
1.240712214 1 0.6%
 
0.4034798447 1 0.6%
 
-0.8631568921 1 0.6%
 
1.825561893 1 0.6%
 
-0.1481993214 1 0.6%
 
0.1598776243 1 0.6%
 
3.302774006 1 0.6%
 
-0.06948076286 1 0.6%
 
-1.034618436 1 0.6%
 
Other values (156) 156 93.4%
 
ValueCountFrequency (%) 
-3.041077699 1 0.6%
 
-2.803935336 1 0.6%
 
-2.647844764 1 0.6%
 
-2.646180364 1 0.6%
 
-2.644397517 1 0.6%
 
ValueCountFrequency (%) 
4.516506164 1 0.6%
 
4.257936714 1 0.6%
 
4.122267143 1 0.6%
 
3.93279315 1 0.6%
 
3.662738779 1 0.6%
 

5
Real number (ℝ)

HIGH CORRELATION
Distinct count166
Unique (%)100.0%
Missing1
Missing (%)0.6%
Infinite0
Infinite (%)0.0%
Mean0.22421429997074013
Minimum-3.2666561957142863
Maximum5.338529805714287
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-3.266656196
5-th percentile-1.569726614
Q1-0.6555917752
median0.09672760357
Q30.9514601509
95-th percentile2.402134784
Maximum5.338529806
Range8.605186001
Interquartile range (IQR)1.607051926

Descriptive statistics

Standard deviation1.351339515
Coefficient of variation (CV)6.026999682
Kurtosis1.802714374
Mean0.2242143
Median Absolute Deviation (MAD)1.010452866
Skewness0.8232099242
Sum37.2195738
Variance1.826118484
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.3672640693 1 0.6%
 
0.01718183571 1 0.6%
 
-1.580605593 1 0.6%
 
2.6388559 1 0.6%
 
0.02452733786 1 0.6%
 
1.470812179 1 0.6%
 
-0.5521171857 1 0.6%
 
0.6299869 1 0.6%
 
-0.2290837714 1 0.6%
 
0.1110227393 1 0.6%
 
Other values (156) 156 93.4%
 
ValueCountFrequency (%) 
-3.266656196 1 0.6%
 
-2.487480221 1 0.6%
 
-2.2911076 1 0.6%
 
-2.130929657 1 0.6%
 
-2.112761971 1 0.6%
 
ValueCountFrequency (%) 
5.338529806 1 0.6%
 
4.676174721 1 0.6%
 
4.332952707 1 0.6%
 
4.224035587 1 0.6%
 
3.332681929 1 0.6%
 

6
Real number (ℝ)

HIGH CORRELATION
Distinct count166
Unique (%)100.0%
Missing1
Missing (%)0.6%
Infinite0
Infinite (%)0.0%
Mean0.21418382159681587
Minimum-2.5493843
Maximum5.1617534714285735
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-2.5493843
5-th percentile-1.647370926
Q1-0.6769169107
median0.1090391046
Q30.9498363286
95-th percentile2.160779911
Maximum5.161753471
Range7.711137771
Interquartile range (IQR)1.626753239

Descriptive statistics

Standard deviation1.299133658
Coefficient of variation (CV)6.065507879
Kurtosis1.286788186
Mean0.2141838216
Median Absolute Deviation (MAD)0.984093214
Skewness0.7881428544
Sum35.55451439
Variance1.68774826
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-1.107337964 1 0.6%
 
1.6263875 1 0.6%
 
1.154897386 1 0.6%
 
2.173638929 1 0.6%
 
0.01883865714 1 0.6%
 
1.010339564 1 0.6%
 
0.4720841714 1 0.6%
 
-0.2141302514 1 0.6%
 
-1.710891193 1 0.6%
 
0.4406247714 1 0.6%
 
Other values (156) 156 93.4%
 
ValueCountFrequency (%) 
-2.5493843 1 0.6%
 
-2.296297679 1 0.6%
 
-1.954928929 1 0.6%
 
-1.893377964 1 0.6%
 
-1.882520429 1 0.6%
 
ValueCountFrequency (%) 
5.161753471 1 0.6%
 
4.215502079 1 0.6%
 
3.877544636 1 0.6%
 
3.852283143 1 0.6%
 
3.543494514 1 0.6%
 

7
Real number (ℝ)

HIGH CORRELATION
Distinct count166
Unique (%)100.0%
Missing1
Missing (%)0.6%
Infinite0
Infinite (%)0.0%
Mean0.19636617242185891
Minimum-2.774846267857143
Maximum3.986528242857143
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-2.774846268
5-th percentile-2.002023588
Q1-0.6204374375
median0.1412540504
Q30.9881013929
95-th percentile2.462198114
Maximum3.986528243
Range6.761374511
Interquartile range (IQR)1.60853883

Descriptive statistics

Standard deviation1.277810778
Coefficient of variation (CV)6.507285663
Kurtosis0.3661394612
Mean0.1963661724
Median Absolute Deviation (MAD)0.9906648033
Skewness0.268362682
Sum32.59678462
Variance1.632800386
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-1.357677786 1 0.6%
 
1.210541173 1 0.6%
 
0.6394093357 1 0.6%
 
0.2729295143 1 0.6%
 
-0.05026729286 1 0.6%
 
-2.774846268 1 0.6%
 
0.002936207143 1 0.6%
 
-0.2802383643 1 0.6%
 
-0.1212015286 1 0.6%
 
-0.4943758729 1 0.6%
 
Other values (156) 156 93.4%
 
ValueCountFrequency (%) 
-2.774846268 1 0.6%
 
-2.494777714 1 0.6%
 
-2.358588071 1 0.6%
 
-2.334590436 1 0.6%
 
-2.275199093 1 0.6%
 
ValueCountFrequency (%) 
3.986528243 1 0.6%
 
3.944641818 1 0.6%
 
3.212822021 1 0.6%
 
3.174154386 1 0.6%
 
3.054034107 1 0.6%
 

8
Real number (ℝ)

HIGH CORRELATION
MISSING
Distinct count162
Unique (%)100.0%
Missing5
Missing (%)3.0%
Infinite0
Infinite (%)0.0%
Mean0.10729740600837744
Minimum-3.289474242857143
Maximum3.7334243928571422
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-3.289474243
5-th percentile-2.15699423
Q1-0.8095348214
median0.12152081
Q30.8641760948
95-th percentile2.406961478
Maximum3.733424393
Range7.022898636
Interquartile range (IQR)1.673710916

Descriptive statistics

Standard deviation1.320397199
Coefficient of variation (CV)12.30595639
Kurtosis0.03630076305
Mean0.107297406
Median Absolute Deviation (MAD)1.032942204
Skewness0.00369233197
Sum17.38217977
Variance1.743448763
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
1.272974136 1 0.6%
 
0.6650269214 1 0.6%
 
1.094104086 1 0.6%
 
0.1080466857 1 0.6%
 
2.784691671 1 0.6%
 
1.366841643 1 0.6%
 
-1.098800693 1 0.6%
 
1.459968914 1 0.6%
 
0.1175701571 1 0.6%
 
-0.5502125643 1 0.6%
 
Other values (152) 152 91.0%
 
(Missing) 5 3.0%
 
ValueCountFrequency (%) 
-3.289474243 1 0.6%
 
-3.058462143 1 0.6%
 
-2.996653593 1 0.6%
 
-2.529767207 1 0.6%
 
-2.427371831 1 0.6%
 
ValueCountFrequency (%) 
3.733424393 1 0.6%
 
3.215477786 1 0.6%
 
2.915068843 1 0.6%
 
2.864938964 1 0.6%
 
2.784691671 1 0.6%
 

9
Real number (ℝ)

HIGH CORRELATION
MISSING
Distinct count156
Unique (%)100.0%
Missing11
Missing (%)6.6%
Infinite0
Infinite (%)0.0%
Mean0.05443529877930404
Minimum-5.216226949999999
Maximum3.505928892857143
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-5.21622695
5-th percentile-2.06064779
Q1-0.738063655
median0.1405281786
Q30.7371217964
95-th percentile2.082300525
Maximum3.505928893
Range8.722155843
Interquartile range (IQR)1.475185451

Descriptive statistics

Standard deviation1.363989007
Coefficient of variation (CV)25.05706843
Kurtosis1.888658685
Mean0.05443529878
Median Absolute Deviation (MAD)0.9861719533
Skewness-0.4008049664
Sum8.49190661
Variance1.86046601
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-1.450677573 1 0.6%
 
-1.277530851 1 0.6%
 
1.406595502 1 0.6%
 
-0.9400775143 1 0.6%
 
1.055309486 1 0.6%
 
0.3254147429 1 0.6%
 
-1.884641071 1 0.6%
 
-4.221966257 1 0.6%
 
-1.092926329 1 0.6%
 
0.2838576429 1 0.6%
 
Other values (146) 146 87.4%
 
(Missing) 11 6.6%
 
ValueCountFrequency (%) 
-5.21622695 1 0.6%
 
-4.221966257 1 0.6%
 
-3.533797357 1 0.6%
 
-3.259221264 1 0.6%
 
-3.136621912 1 0.6%
 
ValueCountFrequency (%) 
3.505928893 1 0.6%
 
3.467683836 1 0.6%
 
3.464556614 1 0.6%
 
3.436631813 1 0.6%
 
3.143373871 1 0.6%
 

10
Real number (ℝ)

HIGH CORRELATION
MISSING
Distinct count148
Unique (%)100.0%
Missing19
Missing (%)11.4%
Infinite0
Infinite (%)0.0%
Mean-0.06893100494597973
Minimum-5.716415007142857
Maximum3.016211692857143
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-5.716415007
5-th percentile-2.319364782
Q1-0.6417412071
median-0.04708468882
Q30.6890859614
95-th percentile2.037566208
Maximum3.016211693
Range8.7326267
Interquartile range (IQR)1.330827169

Descriptive statistics

Standard deviation1.371482762
Coefficient of variation (CV)-19.8964568
Kurtosis1.827789094
Mean-0.06893100495
Median Absolute Deviation (MAD)1.001580997
Skewness-0.6115129799
Sum-10.20178873
Variance1.880964967
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-0.4218463286 1 0.6%
 
0.8238902571 1 0.6%
 
-1.088162093 1 0.6%
 
-1.210470229 1 0.6%
 
-1.33859485 1 0.6%
 
1.754419743 1 0.6%
 
1.186284389 1 0.6%
 
-2.15416917 1 0.6%
 
0.7374378529 1 0.6%
 
1.551776586 1 0.6%
 
Other values (138) 138 82.6%
 
(Missing) 19 11.4%
 
ValueCountFrequency (%) 
-5.716415007 1 0.6%
 
-4.013716893 1 0.6%
 
-3.979139931 1 0.6%
 
-2.847613043 1 0.6%
 
-2.759737214 1 0.6%
 
ValueCountFrequency (%) 
3.016211693 1 0.6%
 
2.872241214 1 0.6%
 
2.758935686 1 0.6%
 
2.635231366 1 0.6%
 
2.4827533 1 0.6%
 

11
Real number (ℝ)

HIGH CORRELATION
MISSING
Distinct count143
Unique (%)100.0%
Missing24
Missing (%)14.4%
Infinite0
Infinite (%)0.0%
Mean-0.1010919962424576
Minimum-3.960671521428572
Maximum2.860126234285715
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-3.960671521
5-th percentile-2.395684333
Q1-0.8776175389
median-0.07767022857
Q30.627783
95-th percentile2.226200255
Maximum2.860126234
Range6.820797756
Interquartile range (IQR)1.505400539

Descriptive statistics

Standard deviation1.298458471
Coefficient of variation (CV)-12.84432516
Kurtosis0.4473592706
Mean-0.1010919962
Median Absolute Deviation (MAD)1.000614872
Skewness-0.2738278729
Sum-14.45615546
Variance1.685994401
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-0.5417929643 1 0.6%
 
2.860126234 1 0.6%
 
-0.4584317929 1 0.6%
 
-2.544518457 1 0.6%
 
-1.868041379 1 0.6%
 
-0.6283673143 1 0.6%
 
0.5845193286 1 0.6%
 
-1.329671707 1 0.6%
 
-0.5411807857 1 0.6%
 
0.5809634179 1 0.6%
 
Other values (133) 133 79.6%
 
(Missing) 24 14.4%
 
ValueCountFrequency (%) 
-3.960671521 1 0.6%
 
-3.7092739 1 0.6%
 
-3.558584379 1 0.6%
 
-2.919436186 1 0.6%
 
-2.735261829 1 0.6%
 
ValueCountFrequency (%) 
2.860126234 1 0.6%
 
2.848463446 1 0.6%
 
2.584832526 1 0.6%
 
2.316727914 1 0.6%
 
2.298681236 1 0.6%
 

12
Real number (ℝ)

HIGH CORRELATION
MISSING
Distinct count131
Unique (%)100.0%
Missing36
Missing (%)21.6%
Infinite0
Infinite (%)0.0%
Mean-0.12920258701799342
Minimum-3.501311486428571
Maximum3.94076435
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-3.501311486
5-th percentile-2.343175421
Q1-1.0040757
median-0.1686314807
Q30.68650055
95-th percentile2.038152404
Maximum3.94076435
Range7.442075836
Interquartile range (IQR)1.69057625

Descriptive statistics

Standard deviation1.343764385
Coefficient of variation (CV)-10.40044488
Kurtosis0.4998793696
Mean-0.129202587
Median Absolute Deviation (MAD)1.053446722
Skewness0.1141772137
Sum-16.9255389
Variance1.805702723
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-2.745041584 1 0.6%
 
-3.501311486 1 0.6%
 
-1.761695667 1 0.6%
 
-0.3101466214 1 0.6%
 
0.9869953314 1 0.6%
 
-0.2294182857 1 0.6%
 
-0.9887259781 1 0.6%
 
-0.9241097429 1 0.6%
 
-1.853138643 1 0.6%
 
-1.138334543 1 0.6%
 
Other values (121) 121 72.5%
 
(Missing) 36 21.6%
 
ValueCountFrequency (%) 
-3.501311486 1 0.6%
 
-3.338962043 1 0.6%
 
-3.232775436 1 0.6%
 
-2.913568836 1 0.6%
 
-2.884820521 1 0.6%
 
ValueCountFrequency (%) 
3.94076435 1 0.6%
 
3.532864421 1 0.6%
 
3.214459429 1 0.6%
 
2.208803736 1 0.6%
 
2.173280585 1 0.6%
 

13
Real number (ℝ)

HIGH CORRELATION
MISSING
Distinct count120
Unique (%)100.0%
Missing47
Missing (%)28.1%
Infinite0
Infinite (%)0.0%
Mean-0.19867297250660712
Minimum-3.9177652857142853
Maximum3.521362142857143
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-3.917765286
5-th percentile-2.078327468
Q1-1.073793171
median-0.1493318471
Q30.7781181982
95-th percentile2.052977609
Maximum3.521362143
Range7.439127429
Interquartile range (IQR)1.85191137

Descriptive statistics

Standard deviation1.381511398
Coefficient of variation (CV)-6.953695719
Kurtosis0.09365105648
Mean-0.1986729725
Median Absolute Deviation (MAD)1.084375213
Skewness0.07592946247
Sum-23.8407567
Variance1.908573744
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-0.14547408 1 0.6%
 
-1.833258057 1 0.6%
 
-0.09563451429 1 0.6%
 
-0.364368 1 0.6%
 
-0.09232405714 1 0.6%
 
2.0503105 1 0.6%
 
-1.878523757 1 0.6%
 
2.834544429 1 0.6%
 
-0.5552554286 1 0.6%
 
0.9509305929 1 0.6%
 
Other values (110) 110 65.9%
 
(Missing) 47 28.1%
 
ValueCountFrequency (%) 
-3.917765286 1 0.6%
 
-3.49216305 1 0.6%
 
-3.1355258 1 0.6%
 
-2.895876343 1 0.6%
 
-2.821207107 1 0.6%
 
ValueCountFrequency (%) 
3.521362143 1 0.6%
 
2.959579814 1 0.6%
 
2.834544429 1 0.6%
 
2.440783081 1 0.6%
 
2.2299377 1 0.6%
 

14
Real number (ℝ)

HIGH CORRELATION
MISSING
Distinct count114
Unique (%)100.0%
Missing53
Missing (%)31.7%
Infinite0
Infinite (%)0.0%
Mean-0.2467621104736842
Minimum-4.271568742857142
Maximum3.117001092857142
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-4.271568743
5-th percentile-2.393177484
Q1-1.165102323
median-0.3006279468
Q30.7177332125
95-th percentile2.175250515
Maximum3.117001093
Range7.388569836
Interquartile range (IQR)1.882835536

Descriptive statistics

Standard deviation1.401570635
Coefficient of variation (CV)-5.679845387
Kurtosis0.1705211919
Mean-0.2467621105
Median Absolute Deviation (MAD)1.108310868
Skewness-0.02667220277
Sum-28.13088059
Variance1.964400245
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-0.5220371429 1 0.6%
 
-1.221179286 1 0.6%
 
-0.4295950204 1 0.6%
 
-1.354965857 1 0.6%
 
-1.279722376 1 0.6%
 
-0.3993886749 1 0.6%
 
-0.7785475357 1 0.6%
 
-1.177986036 1 0.6%
 
-2.245538514 1 0.6%
 
-0.5398604436 1 0.6%
 
Other values (104) 104 62.3%
 
(Missing) 53 31.7%
 
ValueCountFrequency (%) 
-4.271568743 1 0.6%
 
-3.48983855 1 0.6%
 
-3.355960057 1 0.6%
 
-3.108909357 1 0.6%
 
-3.049150878 1 0.6%
 
ValueCountFrequency (%) 
3.117001093 1 0.6%
 
3.095039143 1 0.6%
 
2.529229836 1 0.6%
 
2.340451414 1 0.6%
 
2.245758107 1 0.6%
 

15
Real number (ℝ)

HIGH CORRELATION
MISSING
Distinct count101
Unique (%)100.0%
Missing66
Missing (%)39.5%
Infinite0
Infinite (%)0.0%
Mean-0.36328730050919383
Minimum-4.750081057142857
Maximum3.7054053571428573
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-4.750081057
5-th percentile-2.908842286
Q1-1.173858064
median-0.3425920286
Q30.57957515
95-th percentile1.647643029
Maximum3.705405357
Range8.455486414
Interquartile range (IQR)1.753433214

Descriptive statistics

Standard deviation1.455069682
Coefficient of variation (CV)-4.005286393
Kurtosis0.8446700508
Mean-0.3632873005
Median Absolute Deviation (MAD)1.111150193
Skewness-0.3306239614
Sum-36.69201735
Variance2.117227778
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-0.6469462893 1 0.6%
 
-0.3425920286 1 0.6%
 
0.1344786571 1 0.6%
 
-1.15062815 1 0.6%
 
-1.182357614 1 0.6%
 
-0.5091168571 1 0.6%
 
-1.500995714 1 0.6%
 
-2.908842286 1 0.6%
 
-1.173858064 1 0.6%
 
0.7991389743 1 0.6%
 
Other values (91) 91 54.5%
 
(Missing) 66 39.5%
 
ValueCountFrequency (%) 
-4.750081057 1 0.6%
 
-4.243020907 1 0.6%
 
-3.812107343 1 0.6%
 
-3.36705395 1 0.6%
 
-3.302974857 1 0.6%
 
ValueCountFrequency (%) 
3.705405357 1 0.6%
 
2.642298143 1 0.6%
 
2.429424929 1 0.6%
 
2.162916336 1 0.6%
 
1.985278657 1 0.6%
 

16
Real number (ℝ)

HIGH CORRELATION
MISSING
Distinct count83
Unique (%)100.0%
Missing84
Missing (%)50.3%
Infinite0
Infinite (%)0.0%
Mean-0.4183303971824441
Minimum-5.23080792857143
Maximum4.041142914285714
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-5.230807929
5-th percentile-2.450137404
Q1-1.272227454
median-0.4849584214
Q30.3424332179
95-th percentile1.860118985
Maximum4.041142914
Range9.271950843
Interquartile range (IQR)1.614660671

Descriptive statistics

Standard deviation1.506733245
Coefficient of variation (CV)-3.601778057
Kurtosis1.908727115
Mean-0.4183303972
Median Absolute Deviation (MAD)1.092987797
Skewness0.2233541792
Sum-34.72142297
Variance2.270245072
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-2.473285729 1 0.6%
 
-0.1022991236 1 0.6%
 
-0.23946461 1 0.6%
 
-0.9467440714 1 0.6%
 
-0.6771051929 1 0.6%
 
-1.556899357 1 0.6%
 
-1.490436 1 0.6%
 
-0.5761253486 1 0.6%
 
-0.5650895071 1 0.6%
 
-0.6866555071 1 0.6%
 
Other values (73) 73 43.7%
 
(Missing) 84 50.3%
 
ValueCountFrequency (%) 
-5.230807929 1 0.6%
 
-3.563559754 1 0.6%
 
-3.369058326 1 0.6%
 
-3.193474621 1 0.6%
 
-2.473285729 1 0.6%
 
ValueCountFrequency (%) 
4.041142914 1 0.6%
 
3.916036071 1 0.6%
 
3.279917064 1 0.6%
 
2.636480143 1 0.6%
 
1.901027079 1 0.6%
 

17
Real number (ℝ)

HIGH CORRELATION
MISSING
Distinct count74
Unique (%)100.0%
Missing93
Missing (%)55.7%
Infinite0
Infinite (%)0.0%
Mean-0.3745359924662162
Minimum-4.456608056428571
Maximum4.1311313571428565
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-4.456608056
5-th percentile-2.874197718
Q1-1.438488912
median-0.5744952679
Q30.3484446
95-th percentile3.037438498
Maximum4.131131357
Range8.587739414
Interquartile range (IQR)1.786933512

Descriptive statistics

Standard deviation1.699340298
Coefficient of variation (CV)-4.537188235
Kurtosis0.87897613
Mean-0.3745359925
Median Absolute Deviation (MAD)1.258855354
Skewness0.6000680135
Sum-27.71566344
Variance2.88775745
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-0.1872473579 1 0.6%
 
4.033812586 1 0.6%
 
-1.267740219 1 0.6%
 
-0.5907055929 1 0.6%
 
4.131131357 1 0.6%
 
-4.456608056 1 0.6%
 
0.3712102571 1 0.6%
 
3.699940808 1 0.6%
 
-1.651396757 1 0.6%
 
-0.2551146357 1 0.6%
 
Other values (64) 64 38.3%
 
(Missing) 93 55.7%
 
ValueCountFrequency (%) 
-4.456608056 1 0.6%
 
-3.392903188 1 0.6%
 
-3.152083586 1 0.6%
 
-3.041399679 1 0.6%
 
-2.784165893 1 0.6%
 
ValueCountFrequency (%) 
4.131131357 1 0.6%
 
4.033812586 1 0.6%
 
3.797411343 1 0.6%
 
3.699940808 1 0.6%
 
2.680706486 1 0.6%
 

18
Real number (ℝ)

HIGH CORRELATION
MISSING
Distinct count64
Unique (%)100.0%
Missing103
Missing (%)61.7%
Infinite0
Infinite (%)0.0%
Mean-0.268367471203125
Minimum-5.063508000000001
Maximum3.851275035714285
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-5.063508
5-th percentile-2.528099002
Q1-1.283524291
median-0.3116988729
Q30.7395260339
95-th percentile3.334841067
Maximum3.851275036
Range8.914783036
Interquartile range (IQR)2.023050325

Descriptive statistics

Standard deviation1.759046815
Coefficient of variation (CV)-6.554620078
Kurtosis0.6639363348
Mean-0.2683674712
Median Absolute Deviation (MAD)1.328825593
Skewness0.130617414
Sum-17.17551816
Variance3.094245697
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
3.672485564 1 0.6%
 
-0.8758576079 1 0.6%
 
-1.392024822 1 0.6%
 
0.04518483929 1 0.6%
 
0.4162017571 1 0.6%
 
-2.122616721 1 0.6%
 
-0.3585178214 1 0.6%
 
3.472569536 1 0.6%
 
-0.2235554571 1 0.6%
 
-1.702370633 1 0.6%
 
Other values (54) 54 32.3%
 
(Missing) 103 61.7%
 
ValueCountFrequency (%) 
-5.063508 1 0.6%
 
-4.179125714 1 0.6%
 
-3.279550014 1 0.6%
 
-2.54233955 1 0.6%
 
-2.447402564 1 0.6%
 
ValueCountFrequency (%) 
3.851275036 1 0.6%
 
3.672485564 1 0.6%
 
3.472569536 1 0.6%
 
3.404588636 1 0.6%
 
2.939604841 1 0.6%
 

19
Real number (ℝ)

HIGH CORRELATION
MISSING
Distinct count54
Unique (%)100.0%
Missing113
Missing (%)67.7%
Infinite0
Infinite (%)0.0%
Mean-0.023959706085978867
Minimum-3.951614664285714
Maximum2.88166755
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-3.951614664
5-th percentile-2.151079145
Q1-0.9523935875
median-0.1247057786
Q31.110606777
95-th percentile2.366029551
Maximum2.88166755
Range6.833282214
Interquartile range (IQR)2.063000364

Descriptive statistics

Standard deviation1.500203077
Coefficient of variation (CV)-62.6135843
Kurtosis-0.2179482353
Mean-0.02395970609
Median Absolute Deviation (MAD)1.203235246
Skewness-0.1061571809
Sum-1.293824129
Variance2.250609272
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
2.312648121 1 0.6%
 
-0.2273292286 1 0.6%
 
-0.9049366571 1 0.6%
 
0.01383522857 1 0.6%
 
-0.07422938571 1 0.6%
 
0.4403619 1 0.6%
 
-0.08543975714 1 0.6%
 
0.64994409 1 0.6%
 
-0.4003413357 1 0.6%
 
0.08171152857 1 0.6%
 
Other values (44) 44 26.3%
 
(Missing) 113 67.7%
 
ValueCountFrequency (%) 
-3.951614664 1 0.6%
 
-3.058810386 1 0.6%
 
-2.174984571 1 0.6%
 
-2.138206993 1 0.6%
 
-1.941716914 1 0.6%
 
ValueCountFrequency (%) 
2.88166755 1 0.6%
 
2.553391964 1 0.6%
 
2.465166493 1 0.6%
 
2.312648121 1 0.6%
 
2.274116586 1 0.6%
 

20
Real number (ℝ)

HIGH CORRELATION
MISSING
Distinct count48
Unique (%)100.0%
Missing119
Missing (%)71.3%
Infinite0
Infinite (%)0.0%
Mean-0.05905189457589296
Minimum-4.303904842857143
Maximum4.105114649999999
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-4.303904843
5-th percentile-2.369642107
Q1-0.9720563982
median-0.06442062143
Q30.7110873873
95-th percentile2.418048721
Maximum4.10511465
Range8.409019493
Interquartile range (IQR)1.683143786

Descriptive statistics

Standard deviation1.550182171
Coefficient of variation (CV)-26.25118436
Kurtosis1.52968226
Mean-0.05905189458
Median Absolute Deviation (MAD)1.135595666
Skewness0.05761105416
Sum-2.83449094
Variance2.403064764
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.3553943571 1 0.6%
 
-0.57660655 1 0.6%
 
-0.8859669571 1 0.6%
 
3.659318298 1 0.6%
 
1.518873071 1 0.6%
 
-0.4515543429 1 0.6%
 
-2.246275821 1 0.6%
 
1.914823893 1 0.6%
 
-0.8500843714 1 0.6%
 
-1.256039328 1 0.6%
 
Other values (38) 38 22.8%
 
(Missing) 119 71.3%
 
ValueCountFrequency (%) 
-4.303904843 1 0.6%
 
-3.524758014 1 0.6%
 
-2.436070107 1 0.6%
 
-2.246275821 1 0.6%
 
-1.772048393 1 0.6%
 
ValueCountFrequency (%) 
4.10511465 1 0.6%
 
3.659318298 1 0.6%
 
2.689015936 1 0.6%
 
1.914823893 1 0.6%
 
1.518873071 1 0.6%
 

21
Real number (ℝ)

HIGH CORRELATION
MISSING
Distinct count46
Unique (%)100.0%
Missing121
Missing (%)72.5%
Infinite0
Infinite (%)0.0%
Mean-0.05397486752639744
Minimum-3.6724085928571424
Maximum4.436778450000001
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-3.672408593
5-th percentile-2.124792304
Q1-1.089589191
median-0.1209686679
Q30.6538703893
95-th percentile3.195687811
Maximum4.43677845
Range8.109187043
Interquartile range (IQR)1.74345958

Descriptive statistics

Standard deviation1.699127937
Coefficient of variation (CV)-31.47998346
Kurtosis0.6989075156
Mean-0.05397486753
Median Absolute Deviation (MAD)1.30591547
Skewness0.5823051972
Sum-2.482843906
Variance2.887035747
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.9695728714 1 0.6%
 
0.1488848357 1 0.6%
 
-1.572830343 1 0.6%
 
0.6769653286 1 0.6%
 
0.5632681991 1 0.6%
 
0.07592435 1 0.6%
 
4.43677845 1 0.6%
 
2.261643214 1 0.6%
 
1.508159871 1 0.6%
 
3.363705121 1 0.6%
 
Other values (36) 36 21.6%
 
(Missing) 121 72.5%
 
ValueCountFrequency (%) 
-3.672408593 1 0.6%
 
-3.194819964 1 0.6%
 
-2.154530279 1 0.6%
 
-2.035578379 1 0.6%
 
-1.966643329 1 0.6%
 
ValueCountFrequency (%) 
4.43677845 1 0.6%
 
4.030725136 1 0.6%
 
3.363705121 1 0.6%
 
2.691635879 1 0.6%
 
2.261643214 1 0.6%
 

22
Real number (ℝ)

HIGH CORRELATION
MISSING
Distinct count43
Unique (%)100.0%
Missing124
Missing (%)74.3%
Infinite0
Infinite (%)0.0%
Mean-0.07813153621760799
Minimum-3.4032165928571425
Maximum4.86051315
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-3.403216593
5-th percentile-2.262554609
Q1-1.037074
median-0.3491559429
Q30.5042549214
95-th percentile2.612334289
Maximum4.86051315
Range8.263729743
Interquartile range (IQR)1.541328921

Descriptive statistics

Standard deviation1.631956043
Coefficient of variation (CV)-20.88728984
Kurtosis1.092766384
Mean-0.07813153622
Median Absolute Deviation (MAD)1.234623836
Skewness0.7737890839
Sum-3.359656057
Variance2.663280525
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-1.0521065 1 0.6%
 
-2.285305764 1 0.6%
 
-1.251954806 1 0.6%
 
-1.248044764 1 0.6%
 
-2.528726764 1 0.6%
 
2.094078264 1 0.6%
 
0.2121097857 1 0.6%
 
-0.9052328929 1 0.6%
 
0.2761559579 1 0.6%
 
-0.6372297571 1 0.6%
 
Other values (33) 33 19.8%
 
(Missing) 124 74.3%
 
ValueCountFrequency (%) 
-3.403216593 1 0.6%
 
-2.528726764 1 0.6%
 
-2.285305764 1 0.6%
 
-2.057794207 1 0.6%
 
-1.990943636 1 0.6%
 
ValueCountFrequency (%) 
4.86051315 1 0.6%
 
3.34838155 1 0.6%
 
2.649762293 1 0.6%
 
2.27548225 1 0.6%
 
2.143099821 1 0.6%
 

23
Real number (ℝ)

HIGH CORRELATION
MISSING
Distinct count37
Unique (%)100.0%
Missing130
Missing (%)77.8%
Infinite0
Infinite (%)0.0%
Mean0.037084301841698926
Minimum-3.0794102142857134
Maximum5.599290200000001
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-3.079410214
5-th percentile-1.835799439
Q1-0.7725381357
median-0.3815602536
Q30.6086624
95-th percentile2.914105002
Maximum5.5992902
Range8.678700414
Interquartile range (IQR)1.381200536

Descriptive statistics

Standard deviation1.690752528
Coefficient of variation (CV)45.59213587
Kurtosis2.555120689
Mean0.03708430184
Median Absolute Deviation (MAD)1.216116792
Skewness1.240349094
Sum1.372119168
Variance2.858644112
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.42446555 1 0.6%
 
-0.5342572857 1 0.6%
 
0.42082968 1 0.6%
 
-1.018492657 1 0.6%
 
-1.618995221 1 0.6%
 
-0.2630054857 1 0.6%
 
-0.7725381357 1 0.6%
 
2.701384169 1 0.6%
 
-1.359866643 1 0.6%
 
0.7237669 1 0.6%
 
Other values (27) 27 16.2%
 
(Missing) 130 77.8%
 
ValueCountFrequency (%) 
-3.079410214 1 0.6%
 
-2.703016311 1 0.6%
 
-1.618995221 1 0.6%
 
-1.551464135 1 0.6%
 
-1.359866643 1 0.6%
 
ValueCountFrequency (%) 
5.5992902 1 0.6%
 
3.764988336 1 0.6%
 
2.701384169 1 0.6%
 
2.457704479 1 0.6%
 
2.128843607 1 0.6%
 

24
Real number (ℝ)

HIGH CORRELATION
MISSING
Distinct count28
Unique (%)100.0%
Missing139
Missing (%)83.2%
Infinite0
Infinite (%)0.0%
Mean0.34818210405612243
Minimum-1.8511629571428572
Maximum3.9205032785714287
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-1.851162957
5-th percentile-1.240893564
Q1-0.7783343107
median0.05867810714
Q30.6891071923
95-th percentile3.515671189
Maximum3.920503279
Range5.771666236
Interquartile range (IQR)1.467441503

Descriptive statistics

Standard deviation1.536469998
Coefficient of variation (CV)4.412834492
Kurtosis0.4740957829
Mean0.3481821041
Median Absolute Deviation (MAD)1.15570141
Skewness1.073232922
Sum9.749098914
Variance2.360740056
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-0.9085089286 1 0.6%
 
-0.7350868571 1 0.6%
 
-0.09332000714 1 0.6%
 
-1.147380814 1 0.6%
 
3.920503279 1 0.6%
 
1.011166879 1 0.6%
 
0.5817539636 1 0.6%
 
2.811275507 1 0.6%
 
-1.851162957 1 0.6%
 
-0.01507581429 1 0.6%
 
Other values (18) 18 10.8%
 
(Missing) 139 83.2%
 
ValueCountFrequency (%) 
-1.851162957 1 0.6%
 
-1.283673964 1 0.6%
 
-1.16144425 1 0.6%
 
-1.147380814 1 0.6%
 
-1.023083664 1 0.6%
 
ValueCountFrequency (%) 
3.920503279 1 0.6%
 
3.894961171 1 0.6%
 
2.811275507 1 0.6%
 
2.649646193 1 0.6%
 
2.55270025 1 0.6%
 

25
Real number (ℝ)

HIGH CORRELATION
MISSING
Distinct count26
Unique (%)100.0%
Missing141
Missing (%)84.4%
Infinite0
Infinite (%)0.0%
Mean0.44909770629120876
Minimum-1.916343357142857
Maximum3.6430874999999996
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-1.916343357
5-th percentile-1.644057747
Q1-0.9666434393
median0.4472096471
Q31.662845627
95-th percentile2.744830661
Maximum3.6430875
Range5.559430857
Interquartile range (IQR)2.629489066

Descriptive statistics

Standard deviation1.568676044
Coefficient of variation (CV)3.492950469
Kurtosis-0.8846228631
Mean0.4490977063
Median Absolute Deviation (MAD)1.267017786
Skewness0.3214231277
Sum11.67654036
Variance2.46074453
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.5417115086 1 0.6%
 
0.5732218214 1 0.6%
 
-0.5316745 1 0.6%
 
-1.734472982 1 0.6%
 
-1.372812043 1 0.6%
 
0.7604387929 1 0.6%
 
2.469514 1 0.6%
 
-1.916343357 1 0.6%
 
0.17263765 1 0.6%
 
0.6960956429 1 0.6%
 
Other values (16) 16 9.6%
 
(Missing) 141 84.4%
 
ValueCountFrequency (%) 
-1.916343357 1 0.6%
 
-1.734472982 1 0.6%
 
-1.372812043 1 0.6%
 
-1.278403821 1 0.6%
 
-1.252082811 1 0.6%
 
ValueCountFrequency (%) 
3.6430875 1 0.6%
 
2.778229471 1 0.6%
 
2.644634229 1 0.6%
 
2.482798357 1 0.6%
 
2.469514 1 0.6%
 

26
Real number (ℝ)

HIGH CORRELATION
MISSING
Distinct count22
Unique (%)100.0%
Missing145
Missing (%)86.8%
Infinite0
Infinite (%)0.0%
Mean0.4758002408116882
Minimum-2.9732285571428574
Maximum3.031135582857143
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-2.973228557
5-th percentile-1.438080134
Q1-0.5984395643
median0.6552105893
Q31.504407555
95-th percentile2.891559468
Maximum3.031135583
Range6.00436414
Interquartile range (IQR)2.10284712

Descriptive statistics

Standard deviation1.522830625
Coefficient of variation (CV)3.200567159
Kurtosis-0.2710922425
Mean0.4758002408
Median Absolute Deviation (MAD)1.265243477
Skewness-0.2678113417
Sum10.4676053
Variance2.319013113
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.4736142286 1 0.6%
 
1.703024307 1 0.6%
 
-1.394755621 1 0.6%
 
-0.8626035786 1 0.6%
 
0.83680695 1 0.6%
 
2.093175607 1 0.6%
 
-0.8096680143 1 0.6%
 
-0.1882055 1 0.6%
 
-1.440360371 1 0.6%
 
-2.973228557 1 0.6%
 
Other values (12) 12 7.2%
 
(Missing) 145 86.8%
 
ValueCountFrequency (%) 
-2.973228557 1 0.6%
 
-1.440360371 1 0.6%
 
-1.394755621 1 0.6%
 
-0.8626035786 1 0.6%
 
-0.8096680143 1 0.6%
 
ValueCountFrequency (%) 
3.031135583 1 0.6%
 
2.933579671 1 0.6%
 
2.093175607 1 0.6%
 
1.952006729 1 0.6%
 
1.703024307 1 0.6%
 

27
Real number (ℝ)

HIGH CORRELATION
MISSING
Distinct count16
Unique (%)100.0%
Missing151
Missing (%)90.4%
Infinite0
Infinite (%)0.0%
Mean-0.0029880522321428793
Minimum-2.4502661285714287
Maximum2.827474485714286
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-2.450266129
5-th percentile-2.270048993
Q1-0.5933495291
median0.2041955107
Q30.797027325
95-th percentile1.483183384
Maximum2.827474486
Range5.277740614
Interquartile range (IQR)1.390376854

Descriptive statistics

Standard deviation1.341926488
Coefficient of variation (CV)-449.0973999
Kurtosis0.5463572778
Mean-0.002988052232
Median Absolute Deviation (MAD)0.9802726547
Skewness-0.1929485784
Sum-0.04780883571
Variance1.8007667
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-0.5112985714 1 0.6%
 
-0.8395024021 1 0.6%
 
0.9996165714 1 0.6%
 
-1.825399349 1 0.6%
 
0.1027999786 1 0.6%
 
0.8392698 1 0.6%
 
0.7829465 1 0.6%
 
0.46103855 1 0.6%
 
0.1357895857 1 0.6%
 
-0.02366648571 1 0.6%
 
Other values (6) 6 3.6%
 
(Missing) 151 90.4%
 
ValueCountFrequency (%) 
-2.450266129 1 0.6%
 
-2.209976614 1 0.6%
 
-1.825399349 1 0.6%
 
-0.8395024021 1 0.6%
 
-0.5112985714 1 0.6%
 
ValueCountFrequency (%) 
2.827474486 1 0.6%
 
1.03508635 1 0.6%
 
0.9996165714 1 0.6%
 
0.8392698 1 0.6%
 
0.7829465 1 0.6%
 

28
Real number (ℝ)

HIGH CORRELATION
MISSING
Distinct count15
Unique (%)100.0%
Missing152
Missing (%)91.0%
Infinite0
Infinite (%)0.0%
Mean-0.14616187990476176
Minimum-1.7890066428571425
Maximum2.9520881364285714
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-1.789006643
5-th percentile-1.535419493
Q1-1.285599961
median-0.274766
Q30.5098907821
95-th percentile1.745646211
Maximum2.952088136
Range4.741094779
Interquartile range (IQR)1.795490743

Descriptive statistics

Standard deviation1.267725479
Coefficient of variation (CV)-8.67343441
Kurtosis1.0399728
Mean-0.1461618799
Median Absolute Deviation (MAD)1.000161884
Skewness0.8885229034
Sum-2.192428199
Variance1.607127889
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-0.6296495143 1 0.6%
 
-0.274766 1 0.6%
 
0.2300342929 1 0.6%
 
-0.5599497971 1 0.6%
 
-1.389971093 1 0.6%
 
0.3147130357 1 0.6%
 
-1.419198009 1 0.6%
 
2.952088136 1 0.6%
 
0.7328642714 1 0.6%
 
0.4006697786 1 0.6%
 
Other values (5) 5 3.0%
 
(Missing) 152 91.0%
 
ValueCountFrequency (%) 
-1.789006643 1 0.6%
 
-1.426739286 1 0.6%
 
-1.419198009 1 0.6%
 
-1.389971093 1 0.6%
 
-1.181228829 1 0.6%
 
ValueCountFrequency (%) 
2.952088136 1 0.6%
 
1.228599671 1 0.6%
 
0.7328642714 1 0.6%
 
0.6191117857 1 0.6%
 
0.4006697786 1 0.6%
 

29
Real number (ℝ)

HIGH CORRELATION
MISSING
Distinct count11
Unique (%)100.0%
Missing156
Missing (%)93.4%
Infinite0
Infinite (%)0.0%
Mean0.6350856721357143
Minimum-1.5550695393642857
Maximum2.5736152785714284
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-1.555069539
5-th percentile-1.150191938
Q1-0.3857166568
median0.6363204857
Q31.683290898
95-th percentile2.342786921
Maximum2.573615279
Range4.128684818
Interquartile range (IQR)2.069007555

Descriptive statistics

Standard deviation1.31505201
Coefficient of variation (CV)2.070668679
Kurtosis-0.9706791985
Mean0.6350856721
Median Absolute Deviation (MAD)1.04414716
Skewness-0.08129944967
Sum6.985942393
Variance1.729361788
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.6363204857 1 0.6%
 
-0.7453143357 1 0.6%
 
2.069616771 1 0.6%
 
0.8648472857 1 0.6%
 
0.5044361714 1 0.6%
 
1.296965025 1 0.6%
 
2.573615279 1 0.6%
 
-0.3511948143 1 0.6%
 
2.111958564 1 0.6%
 
-0.4202384993 1 0.6%
 
(Missing) 156 93.4%
 
ValueCountFrequency (%) 
-1.555069539 1 0.6%
 
-0.7453143357 1 0.6%
 
-0.4202384993 1 0.6%
 
-0.3511948143 1 0.6%
 
0.5044361714 1 0.6%
 
ValueCountFrequency (%) 
2.573615279 1 0.6%
 
2.111958564 1 0.6%
 
2.069616771 1 0.6%
 
1.296965025 1 0.6%
 
0.8648472857 1 0.6%
 

30
Real number (ℝ)

HIGH CORRELATION
MISSING
Distinct count9
Unique (%)100.0%
Missing158
Missing (%)94.6%
Infinite0
Infinite (%)0.0%
Mean0.9141262738095237
Minimum-1.1225847928571429
Maximum3.591212035714286
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-1.122584793
5-th percentile-1.023615653
Q10.2886115
median0.6336717929
Q31.446811357
95-th percentile3.26380435
Maximum3.591212036
Range4.713796829
Interquartile range (IQR)1.158199857

Descriptive statistics

Standard deviation1.534278615
Coefficient of variation (CV)1.67840993
Kurtosis-0.1725194705
Mean0.9141262738
Median Absolute Deviation (MAD)1.126297198
Skewness0.5018504316
Sum8.227136464
Variance2.354010869
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.9056854286 1 0.6%
 
3.591212036 1 0.6%
 
0.2886115 1 0.6%
 
-0.8751619429 1 0.6%
 
0.6336717929 1 0.6%
 
1.446811357 1 0.6%
 
2.772692821 1 0.6%
 
0.5861982643 1 0.6%
 
-1.122584793 1 0.6%
 
(Missing) 158 94.6%
 
ValueCountFrequency (%) 
-1.122584793 1 0.6%
 
-0.8751619429 1 0.6%
 
0.2886115 1 0.6%
 
0.5861982643 1 0.6%
 
0.6336717929 1 0.6%
 
ValueCountFrequency (%) 
3.591212036 1 0.6%
 
2.772692821 1 0.6%
 
1.446811357 1 0.6%
 
0.9056854286 1 0.6%
 
0.6336717929 1 0.6%
 

31
Real number (ℝ)

HIGH CORRELATION
MISSING
Distinct count7
Unique (%)100.0%
Missing160
Missing (%)95.8%
Infinite0
Infinite (%)0.0%
Mean0.5923722934795919
Minimum-0.825069207142857
Maximum1.749503078571429
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-0.8250692071
5-th percentile-0.683742703
Q10.05659472361
median0.6272870714
Q31.240847832
95-th percentile1.711491812
Maximum1.749503079
Range2.574572286
Interquartile range (IQR)1.184253109

Descriptive statistics

Standard deviation0.9481020647
Coefficient of variation (CV)1.600517234
Kurtosis-0.9158331853
Mean0.5923722935
Median Absolute Deviation (MAD)0.7111418972
Skewness-0.2833517233
Sum4.146606054
Variance0.8988975252
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-0.3539808599 1 0.6%
 
1.749503079 1 0.6%
 
0.6272870714 1 0.6%
 
1.622798857 1 0.6%
 
-0.8250692071 1 0.6%
 
0.4671703071 1 0.6%
 
0.8588968071 1 0.6%
 
(Missing) 160 95.8%
 
ValueCountFrequency (%) 
-0.8250692071 1 0.6%
 
-0.3539808599 1 0.6%
 
0.4671703071 1 0.6%
 
0.6272870714 1 0.6%
 
0.8588968071 1 0.6%
 
ValueCountFrequency (%) 
1.749503079 1 0.6%
 
1.622798857 1 0.6%
 
0.8588968071 1 0.6%
 
0.6272870714 1 0.6%
 
0.4671703071 1 0.6%
 

32
Real number (ℝ)

HIGH CORRELATION
MISSING
Distinct count5
Unique (%)100.0%
Missing162
Missing (%)97.0%
Infinite0
Infinite (%)0.0%
Mean0.6291099687142857
Minimum-0.5738418107142857
Maximum1.9031286357142858
Zeros0
Zeros (%)0.0%
Memory size1.4 KiB

Quantile statistics

Minimum-0.5738418107
5-th percentile-0.5363922991
Q1-0.3865942529
median0.9603779286
Q31.242479343
95-th percentile1.770998777
Maximum1.903128636
Range2.476970446
Interquartile range (IQR)1.629073596

Descriptive statistics

Standard deviation1.070961258
Coefficient of variation (CV)1.702343487
Kurtosis-2.349630813
Mean0.6291099687
Median Absolute Deviation (MAD)0.8874624004
Skewness-0.1538767351
Sum3.145549844
Variance1.146958016
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-0.5738418107 1 0.6%
 
1.903128636 1 0.6%
 
-0.3865942529 1 0.6%
 
0.9603779286 1 0.6%
 
1.242479343 1 0.6%
 
(Missing) 162 97.0%
 
ValueCountFrequency (%) 
-0.5738418107 1 0.6%
 
-0.3865942529 1 0.6%
 
0.9603779286 1 0.6%
 
1.242479343 1 0.6%
 
1.903128636 1 0.6%
 
ValueCountFrequency (%) 
1.903128636 1 0.6%
 
1.242479343 1 0.6%
 
0.9603779286 1 0.6%
 
-0.3865942529 1 0.6%
 
-0.5738418107 1 0.6%
 

33
Categorical

HIGH CORRELATION
MISSING
UNIFORM
Distinct count3
Unique (%)100.0%
Missing164
Missing (%)98.2%
Memory size1.4 KiB
-1.0981116
1
0.8250543371
1
0.9845876664
1
ValueCountFrequency (%) 
-1.0981116 1 0.6%
 
0.8250543371 1 0.6%
 
0.9845876664 1 0.6%
 
(Missing) 164 98.2%
 

Length

Max length18
Mean length3.221556886
Min length3
ValueCountFrequency (%) 
Decimal_Number 10 71.4%
 
Lowercase_Letter 2 14.3%
 
Dash_Punctuation 1 7.1%
 
Other_Punctuation 1 7.1%
 
ValueCountFrequency (%) 
Common 12 85.7%
 
Latin 2 14.3%
 
ValueCountFrequency (%) 
ASCII 14 100.0%
 

34
Categorical

HIGH CORRELATION
MISSING
UNIFORM
Distinct count2
Unique (%)100.0%
Missing165
Missing (%)98.8%
Memory size1.4 KiB
0.4999205643
1
-0.09191274286
1
ValueCountFrequency (%) 
0.4999205643 1 0.6%
 
-0.09191274286 1 0.6%
 
(Missing) 165 98.8%
 

Length

Max length20
Mean length3.185628743
Min length3
ValueCountFrequency (%) 
Decimal_Number 10 71.4%
 
Lowercase_Letter 2 14.3%
 
Dash_Punctuation 1 7.1%
 
Other_Punctuation 1 7.1%
 
ValueCountFrequency (%) 
Common 12 85.7%
 
Latin 2 14.3%
 
ValueCountFrequency (%) 
ASCII 14 100.0%
 

35
Categorical

HIGH CORRELATION
MISSING
UNIFORM
Distinct count2
Unique (%)100.0%
Missing165
Missing (%)98.8%
Memory size1.4 KiB
-0.072496705
1
0.05068778571
1
ValueCountFrequency (%) 
-0.072496705 1 0.6%
 
0.05068778571 1 0.6%
 
(Missing) 165 98.8%
 

Length

Max length20
Mean length3.19760479
Min length3
ValueCountFrequency (%) 
Decimal_Number 9 69.2%
 
Lowercase_Letter 2 15.4%
 
Dash_Punctuation 1 7.7%
 
Other_Punctuation 1 7.7%
 
ValueCountFrequency (%) 
Common 11 84.6%
 
Latin 2 15.4%
 
ValueCountFrequency (%) 
ASCII 13 100.0%
 

36
Categorical

MISSING
Distinct count1
Unique (%)100.0%
Missing166
Missing (%)99.4%
Memory size1.4 KiB
-0.8523564429
1
ValueCountFrequency (%) 
-0.8523564429 1 0.6%
 
(Missing) 166 99.4%
 

Length

Max length19
Mean length3.095808383
Min length3
ValueCountFrequency (%) 
Decimal_Number 9 69.2%
 
Lowercase_Letter 2 15.4%
 
Dash_Punctuation 1 7.7%
 
Other_Punctuation 1 7.7%
 
ValueCountFrequency (%) 
Common 11 84.6%
 
Latin 2 15.4%
 
ValueCountFrequency (%) 
ASCII 13 100.0%
 

37
Categorical

MISSING
Distinct count1
Unique (%)100.0%
Missing166
Missing (%)99.4%
Memory size1.4 KiB
-1.082072379
1
ValueCountFrequency (%) 
-1.082072379 1 0.6%
 
(Missing) 166 99.4%
 

Length

Max length19
Mean length3.095808383
Min length3
ValueCountFrequency (%) 
Decimal_Number 9 69.2%
 
Lowercase_Letter 2 15.4%
 
Dash_Punctuation 1 7.7%
 
Other_Punctuation 1 7.7%
 
ValueCountFrequency (%) 
Common 11 84.6%
 
Latin 2 15.4%
 
ValueCountFrequency (%) 
ASCII 13 100.0%
 

38
Categorical

MISSING
Distinct count1
Unique (%)100.0%
Missing166
Missing (%)99.4%
Memory size1.4 KiB
-0.4156586714
1
ValueCountFrequency (%) 
-0.4156586714 1 0.6%
 
(Missing) 166 99.4%
 

Length

Max length20
Mean length3.101796407
Min length3
ValueCountFrequency (%) 
Decimal_Number 8 66.7%
 
Lowercase_Letter 2 16.7%
 
Dash_Punctuation 1 8.3%
 
Other_Punctuation 1 8.3%
 
ValueCountFrequency (%) 
Common 10 83.3%
 
Latin 2 16.7%
 
ValueCountFrequency (%) 
ASCII 12 100.0%
 

39
Categorical

MISSING
Distinct count1
Unique (%)100.0%
Missing166
Missing (%)99.4%
Memory size1.4 KiB
-0.7411150157
1
ValueCountFrequency (%) 
-0.7411150157 1 0.6%
 
(Missing) 166 99.4%
 

Length

Max length19
Mean length3.095808383
Min length3
ValueCountFrequency (%) 
Decimal_Number 7 63.6%
 
Lowercase_Letter 2 18.2%
 
Dash_Punctuation 1 9.1%
 
Other_Punctuation 1 9.1%
 
ValueCountFrequency (%) 
Common 9 81.8%
 
Latin 2 18.2%
 
ValueCountFrequency (%) 
ASCII 11 100.0%
 

40
Categorical

MISSING
Distinct count1
Unique (%)100.0%
Missing166
Missing (%)99.4%
Memory size1.4 KiB
-0.6823418643
1
ValueCountFrequency (%) 
-0.6823418643 1 0.6%
 
(Missing) 166 99.4%
 

Length

Max length19
Mean length3.095808383
Min length3
ValueCountFrequency (%) 
Decimal_Number 9 69.2%
 
Lowercase_Letter 2 15.4%
 
Dash_Punctuation 1 7.7%
 
Other_Punctuation 1 7.7%
 
ValueCountFrequency (%) 
Common 11 84.6%
 
Latin 2 15.4%
 
ValueCountFrequency (%) 
ASCII 13 100.0%
 

41
Categorical

MISSING
Distinct count1
Unique (%)100.0%
Missing166
Missing (%)99.4%
Memory size1.4 KiB
-1.294323382
1
ValueCountFrequency (%) 
-1.294323382 1 0.6%
 
(Missing) 166 99.4%
 

Length

Max length18
Mean length3.089820359
Min length3
ValueCountFrequency (%) 
Decimal_Number 8 66.7%
 
Lowercase_Letter 2 16.7%
 
Dash_Punctuation 1 8.3%
 
Other_Punctuation 1 8.3%
 
ValueCountFrequency (%) 
Common 10 83.3%
 
Latin 2 16.7%
 
ValueCountFrequency (%) 
ASCII 12 100.0%
 

Interactions

Correlations

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Missing values

Sample

First rows

01234567891011121314151617181920212223242526272829303132333435363738394041
05.0904784.2780211.9036351.1578241.3528331.5341871.207471-0.288073-2.427372-3.136622-2.847613-2.404069-1.362874-1.072114-1.484696-1.500996NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
1-2.086846-0.8471430.114030-0.066367-0.0857900.6976680.4747240.6484601.2298430.889221-0.756177-0.211626NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
20.6591541.4029101.5576820.6946590.1598780.4161710.3334490.047371-0.051376-0.032326-0.030570-0.271013-1.124019-2.004597-1.757368NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
31.5340420.9794270.3501771.1927891.276532-0.060627-1.229867-2.494778-3.289474-1.110894-1.604040-1.753038-0.0055151.6563762.3404511.496209-0.239465-1.757371-2.386938-1.333521-0.798053-0.639797-0.2741300.7237672.6496462.7782292.0931760.461039-1.4191980.864847NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
41.9289381.9730630.7871430.8112831.0887560.556651-0.082486-0.494376-1.621606-2.2991200.1323191.5051881.150247-0.127935-2.005087-3.302975NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
5-1.567308-1.089809-0.5500960.5980160.4664140.2260290.3630930.5347510.6338172.0867602.060626-0.220020-2.055780-1.486494NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
62.7525624.0409674.0254332.634038-1.042611-2.112762-1.954929-1.760426-1.614230-1.461277-1.469681-1.523113-0.513969NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
7-0.414055-0.443375-1.218119-1.688835-1.003809-0.824469-0.915937-0.2511141.2278741.9557161.2926352.283495NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
80.979900-2.072466-1.7966110.6923312.9416463.2886672.0447182.0567812.4620371.409908-0.985580-2.544518-2.913569-2.895876-2.667364NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
90.2405600.9583871.4431222.0755620.925887-0.465589-1.030843-0.8049130.2210770.6578660.5582030.5809630.4580380.148897-0.827486-1.153623-0.838275-0.3163390.058074-0.739663-0.885967-0.914784-0.349156NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN

Last rows

01234567891011121314151617181920212223242526272829303132333435363738394041
157-2.311912-1.353370-2.113280-0.9161660.044135-0.402788-1.459985-2.774846-0.813176-0.7642630.3128302.8484633.9407643.5213621.324788-0.463390-1.357219-0.5178011.0448161.6602610.7277440.2206390.2761560.4208300.087216-0.531675-0.650175NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
1582.3272562.2391501.8367511.9145582.4216561.564742-0.200867-0.999327-1.123408-1.222847-0.260517-0.106525-0.821966-2.068131-1.524622-0.611663-1.490436-2.708133-2.155230-1.219997-1.279825-1.7214430.6307932.1288442.5527001.898468NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
159-1.140786-1.343064-0.794358-0.6288560.6621960.5055950.5990541.2987371.0941041.6447721.326629-0.613827-0.866163-1.234640-0.352279-0.157116NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
160-1.371712-1.083050-0.3760820.5029930.7121130.5967350.8581181.0948960.9587240.441416-0.243307-0.427754-0.329730-0.862867-1.182746-1.368885-0.576125-0.104231-0.507581-0.6179660.2401980.5632680.305987-0.1446270.4394132.482798NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
1610.124177-0.723497-0.4441660.2098960.2959380.333347-0.214130-0.261199-1.098801-1.824297-0.8776810.2068181.1787362.0299881.374181-0.309320NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
1620.524770-0.313474-2.780353-2.963373-1.5710880.9614292.1736391.9675631.7184602.0808141.7088580.5107150.4982650.166668-0.807043-0.440460-0.553503-1.556904-1.324991NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
1631.4253340.502108-0.0891760.1202850.548032-0.487848-1.177063-1.290888-0.905876-0.3993331.754420NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
1642.2724292.0487510.683376-2.300165-2.803935-2.291108-0.9860461.3120671.3487100.232728-1.182667-0.899242-0.028235-0.5730721.4288882.4294251.460903-0.498290-1.654530NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
1650.8803071.0620220.8819070.6706120.2767450.6592660.6330410.4567490.2158011.3608910.319719-0.628367-1.016705-1.878524-1.354966-0.509117-2.029376NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
1665.2859484.2968131.098581-1.231539-0.0285001.1293061.117184-0.117804-1.423393-1.211301-0.3420360.4605300.504705-0.350500-1.465952-1.231141-1.616890-1.582540-1.504556-1.183213-1.069571-1.103436-0.703628-1.018493-1.851163-1.916343-0.0894151.0350861.22862.1119592.772693NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN